Detoxifying Large Language Models via Knowledge Editing

Detoxifying Large Language Models via Knowledge Editing

21 March 2024

Ningyu Zhang

Shumin Deng

Huajun Chen

Papers citing "Detoxifying Large Language Models via Knowledge Editing"

12 / 12 papers shown

Title
Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model Qiyuan Deng X. Bai Kehai Chen Yaowei Wang Liqiang Nie Min Zhang OffRL 55 0 0 13 Mar 2025
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint Qianli Ma Dongrui Liu Qian Chen Linfeng Zhang Jing Shao MoMe 47 0 0 24 Feb 2025
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Berk Atil Vipul Gupta Sarkar Snigdha Sarathi Das R. Passonneau 59 0 0 07 Feb 2025
Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense Yang Ouyang Hengrui Gu Shuhang Lin Wenyue Hua Jie Peng B. Kailkhura Tianlong Chen Kaixiong Zhou Kaixiong Zhou AAML 23 1 0 05 Jan 2025
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao B. Wang Weipeng Chen Ji-Rong Wen 55 0 0 10 Oct 2024
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution Haiyan Zhao Heng Zhao Bo Shen Ali Payani Fan Yang Mengnan Du 55 2 0 30 Sep 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi Bangcheng Yang Kailin Jiang Xiaobo Wang Jiaqi Li Yifan Zhong Yaodong Yang Zilong Zheng KELM 78 8 0 17 Jun 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks Wenyue Hua Jiang Guo Mingwen Dong He Zhu Patrick K. L. Ng Zhiguo Wang KELM 41 17 0 31 Jan 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Rada Mihalcea 52 95 0 03 Jan 2024
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Jundong Li KELM 66 127 0 24 Oct 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 110 292 0 19 Sep 2023
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 70 24 0 25 May 2022